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X-ray Forecast method of Major Solar X-ray Flare Flux Profiles Using a Novel Deep Learning Method
X-ray Forecast method of Major Solar X-ray Flare Flux Profiles Using a Novel Deep Learning Method
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机译:使用新型深度学习方法的主要太阳能X射线眩光通量磁通曲线X射线预测方法
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摘要
A prediction system for performing a method of predicting a solar X-ray flare flux profile using a deep learning technique according to the present invention is provided. The prediction system generates the output of the LSTM layer by receiving the solar X-ray flare flux in units of every minute as an input, and passes the output of the LSTM layer to a fully-connected layer to generate the constructed embedded information. configured encoder; and a decoder configured to perform an X-ray flare flux prediction process of predicting solar X-ray flare flux using information from the encoder.
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